{"id":"https://openalex.org/W7214910243","doi":"https://doi.org/10.17605/osf.io/jk3py","title":"Preregistration: Investment Incentives under a Replicable State \u2014 A Registered Experiment with Large Language Model Subjects","display_name":"Preregistration: Investment Incentives under a Replicable State \u2014 A Registered Experiment with Large Language Model Subjects","publication_year":2026,"publication_date":"2026-09-29","ids":{"openalex":"https://openalex.org/W7214910243","doi":"https://doi.org/10.17605/osf.io/jk3py"},"language":"en","primary_location":{"id":"doi:10.17605/osf.io/jk3py","doi":"https://doi.org/10.17605/osf.io/jk3py","is_oa":true,"landing_page_url":"https://doi.org/10.17605/osf.io/jk3py","pdf_url":null,"source":{"id":"https://openalex.org/S7407050956","display_name":"Open Science Framework","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"StudyRegistration"},"volume":null,"type":"study-registration","is_traditional":false,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.17605/osf.io/jk3py","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5152542361","display_name":"mzpl","orcid":"https://orcid.org/0009-0003-4808-4880","observed_orcids":["https://orcid.org/0009-0003-4808-4880"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Weifeng Wu","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0003-4808-4880","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5152542361"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10646","display_name":"Experimental Behavioral Economics Studies","score":0.43140000104904175,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10646","display_name":"Experimental Behavioral Economics Studies","score":0.43140000104904175,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11762","display_name":"Law, Economics, and Judicial Systems","score":0.3176000118255615,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10991","display_name":"Game Theory and Voting Systems","score":0.0364999994635582,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/property-rights","display_name":"property rights","score":0.859000027179718},{"id":"https://openalex.org/keywords/hold-up-problem","display_name":"hold-up problem","score":0.7570000290870667},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.5899999737739563},{"id":"https://openalex.org/keywords/investment-incentives","display_name":"investment incentives","score":0.6110000014305115},{"id":"https://openalex.org/keywords/property-regimes","display_name":"property regimes","score":0.39899998903274536},{"id":"https://openalex.org/keywords/underinvestment","display_name":"underinvestment","score":0.5899999737739563},{"id":"https://openalex.org/keywords/bargaining-power","display_name":"bargaining power","score":0.5659999847412109},{"id":"https://openalex.org/keywords/state-replication","display_name":"state replication","score":0.3089999854564667},{"id":"https://openalex.org/keywords/comparative-statics","display_name":"comparative statics","score":0.597000002861023},{"id":"https://openalex.org/keywords/ai-agents","display_name":"AI agents","score":0.3919999897480011}],"concepts":[{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.5590999722480774},{"id":"https://openalex.org/C48875124","wikidata":"https://www.wikidata.org/wiki/Q1416996","display_name":"Comparative statics","level":2,"score":0.5462999939918518},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.46230000257492065},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.45829999446868896},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.45509999990463257},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.454800009727478},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.44110000133514404},{"id":"https://openalex.org/C86511162","wikidata":"https://www.wikidata.org/wiki/Q8799101","display_name":"Property rights","level":2,"score":0.4163999855518341},{"id":"https://openalex.org/C48057960","wikidata":"https://www.wikidata.org/wiki/Q2625018","display_name":"Bargaining power","level":2,"score":0.3921000063419342},{"id":"https://openalex.org/C2780695315","wikidata":"https://www.wikidata.org/wiki/Q3799040","display_name":"Unobservable","level":2,"score":0.3619999885559082},{"id":"https://openalex.org/C122770356","wikidata":"https://www.wikidata.org/wiki/Q1656753","display_name":"Identifiability","level":2,"score":0.34119999408721924},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.33980000019073486},{"id":"https://openalex.org/C98965940","wikidata":"https://www.wikidata.org/wiki/Q877496","display_name":"Transaction cost","level":2,"score":0.3093000054359436},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.30709999799728394},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.3066999912261963},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.29919999837875366},{"id":"https://openalex.org/C2781415417","wikidata":"https://www.wikidata.org/wiki/Q25304581","display_name":"Incomplete contracts","level":3,"score":0.2980000078678131},{"id":"https://openalex.org/C2780069185","wikidata":"https://www.wikidata.org/wiki/Q7977945","display_name":"Equivalence (formal languages)","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C68359772","wikidata":"https://www.wikidata.org/wiki/Q185715","display_name":"Opportunity cost","level":2,"score":0.28540000319480896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.28380000591278076},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C2780060422","wikidata":"https://www.wikidata.org/wiki/Q178564","display_name":"Expropriation","level":2,"score":0.2671999931335449},{"id":"https://openalex.org/C2780193096","wikidata":"https://www.wikidata.org/wiki/Q3543662","display_name":"Possession (linguistics)","level":2,"score":0.26089999079704285}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.17605/osf.io/jk3py","doi":"https://doi.org/10.17605/osf.io/jk3py","is_oa":true,"landing_page_url":"https://doi.org/10.17605/osf.io/jk3py","pdf_url":null,"source":{"id":"https://openalex.org/S7407050956","display_name":"Open Science Framework","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"StudyRegistration"}],"best_oa_location":{"id":"doi:10.17605/osf.io/jk3py","doi":"https://doi.org/10.17605/osf.io/jk3py","is_oa":true,"landing_page_url":"https://doi.org/10.17605/osf.io/jk3py","pdf_url":null,"source":{"id":"https://openalex.org/S7407050956","display_name":"Open Science Framework","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"StudyRegistration"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W7214119169","https://openalex.org/W7214971541"],"related_works":["https://openalex.org/W7214971541","https://openalex.org/W7222872572","https://openalex.org/W7222981012","https://openalex.org/W6906621142","https://openalex.org/W7168167997","https://openalex.org/W7114559748","https://openalex.org/W6944093455","https://openalex.org/W7204148729","https://openalex.org/W7221452050","https://openalex.org/W7115685318"],"abstract_inverted_index":{"This":[0,285],"project":[1],"tests":[2,237],"the":[3,7,20,40,73,76,113,115,176,191,232,244,300,305,310,314,324,329,351,357],"comparative":[4,326],"statics":[5,327],"of":[6,42,75,283,309,332],"working":[8],"paper":[9],"\"Property":[10],"Rights":[11],"under":[12],"Replicable":[13],"Human":[14],"Capital\"":[15],"(Wu,":[16],"2026),":[17],"which":[18],"rebuilds":[19],"Grossman\u2013Hart\u2013Moore":[21],"hold-up":[22],"model":[23,178,215,296],"for":[24,125,243,356],"artificial":[25],"agents":[26,358],"whose":[27],"accumulated":[28],"state":[29],"can":[30],"be":[31,264,280],"detached,":[32],"copied,":[33],"and":[34,89,165,183,222,247,259,277,341],"redeployed.":[35],"The":[36,128],"theory":[37,116,352],"predicts":[38],"that":[39,103,299],"allocation":[41],"property":[43,142],"rights":[44],"over":[45],"copies":[46,59],"moves":[47],"investment":[48,57],"incentives":[49],"in":[50,186,343],"specific":[51],"directions:":[52],"exclusive":[53,93],"owner":[54],"title":[55,71,94,105],"collapses":[56],"as":[58,189,207],"approach":[60],"perfect":[61],"substitution":[62],"(a":[63],"catastrophe":[64],"rather":[65],"than":[66],"a":[67,131,153,161,248,260,269,336],"marginal":[68],"distortion);":[69],"investor":[70],"reverses":[72],"sign":[74],"classical":[77],"underinvestment;":[78],"copy":[79],"portability":[80],"redistributes":[81],"bargaining":[82,156],"power":[83],"continuously,":[84],"without":[85],"any":[86,180],"legal":[87],"act;":[88],"shared":[90],"possession":[91],"dominates":[92],"through":[95,160],"production":[96],"after":[97],"dissolution":[98,154],"\u2014":[99,342,346],"an":[100,240,347],"insurance":[101],"dividend":[102],"rival":[104],"physically":[106],"forbids.":[107],"We":[108],"test":[109,242],"these":[110],"predictions":[111,234,302],"on":[112,266,294,322],"population":[114,312],"is":[117,130,157,184,190,287,292,316,353],"about:":[118],"large":[119],"language":[120],"models":[121,205],"themselves,":[122],"not":[123],"proxies":[124],"human":[126],"participants.":[127],"design":[129],"preregistered,":[132],"induced-value,":[133],"individual-decision":[134],"experiment":[135,315],"with":[136,235,268],"12":[137],"between-subject":[138],"cells":[139],"implementing":[140],"five":[141],"regimes":[143],"(G,":[144],"O,":[145],"W,":[146],"F,":[147],"S)":[148],"across":[149,238],"three":[150],"studies,":[151],"including":[152],"lottery;":[155],"implemented":[158],"decision-theoretically":[159],"stated":[162],"mechanical":[163],"rule":[164],"precomputed":[166],"payoff":[167],"tables.":[168],"Each":[169],"cell's":[170],"point":[171],"prediction":[172],"was":[173],"computed":[174],"from":[175,274],"paper's":[177],"before":[179],"data":[181],"collection":[182,291],"frozen":[185,233,301],"this":[187,275],"registration,":[188,276],"full":[192],"instrument":[193],"text":[194],"(24":[195],"prompts":[196],"plus":[197],"2":[198],"manipulation":[199],"checks,":[200],"attached).":[201],"Two":[202],"flagship":[203],"reasoning":[204],"serve":[206],"subjects":[208],"(deepseek-v4-pro;":[209],"kimi-k3),":[210],"100":[211],"independent":[212],"draws":[213],"per":[214,216],"cell,":[217],"split":[218],"evenly":[219],"between":[220],"abstract":[221],"loaded":[223],"frames.":[224],"Confirmatory":[225],"analysis":[226,255],"combines":[227],"per-cell":[228],"hit":[229],"rates":[230],"against":[231],"ordinal":[236],"cells,":[239],"equivalence":[241],"incentive-budget":[245],"invariance,":[246],"behavioral-relevance":[249],"falsification":[250],"clause.":[251],"All":[252],"raw":[253],"draws,":[254],"code,":[256],"review":[257],"reports,":[258],"deviation":[261],"log":[262],"will":[263,279],"archived":[265],"Zenodo":[267],"minted":[270],"DOI":[271],"bidirectionally":[272],"linked":[273],"results":[278],"reported":[281],"regardless":[282],"direction.":[284],"registration":[286],"embargoed":[288],"until":[289],"confirmatory":[290],"complete":[293],"both":[295],"arms,":[297],"so":[298],"cannot":[303],"enter":[304],"future":[306],"training":[307],"corpora":[308],"subject":[311],"while":[313],"running.":[317],"Expected":[318],"outcomes:":[319],"disciplined":[320],"evidence":[321],"whether":[323,350],"property-rights":[325],"describe":[328],"revealed":[330],"behavior":[331],"frontier":[333],"LLM":[334],"agents;":[335],"fully":[337],"public":[338],"replication":[339],"package;":[340],"either":[344],"direction":[345],"answer":[348],"to":[349],"behaviorally":[354],"relevant":[355],"it":[359],"describes.":[360]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-10-01T00:00:00"}
